Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems

Jaemin Jung; Heeyoung Kim; Seongbae Han; Youngrok Jang; Seokki Kim; Seungkwon Baek; Sooyong Choi

doi:10.1109/ICUFN.2018.8436978

Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems

Jaemin Jung, Heeyoung Kim, Seongbae Han, Youngrok Jang, Seokki Kim, Seungkwon Baek, Sooyong Choi

Department of Electrical and Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

For millimeter wave (mmWave) massive multiple-input-multiple-output (MIMO) Xhaul systems, an initial beam search technique based on the maximum value of the codebook multiplied by the channel correlation matrix is proposed. Simulation results show the proposed initial beam selection scheme reduces complexity by more than 95% and improves up to 24% gain in terms of achievable rate compared with the conventional turbo-like tabu beam search algorithm with a random initial beam selection.

Original language	English
Title of host publication	ICUFN 2018 - 10th International Conference on Ubiquitous and Future Networks
Publisher	IEEE Computer Society
Pages	744-747
Number of pages	4
ISBN (Print)	9781538646465
DOIs	https://doi.org/10.1109/ICUFN.2018.8436978
Publication status	Published - 2018 Aug 14
Event	10th International Conference on Ubiquitous and Future Networks, ICUFN 2018 - Prague, Czech Republic Duration: 2018 Jul 3 → 2018 Jul 6

Publication series

Name	International Conference on Ubiquitous and Future Networks, ICUFN
Volume	2018-July
ISSN (Print)	2165-8528
ISSN (Electronic)	2165-8536

Other

Other	10th International Conference on Ubiquitous and Future Networks, ICUFN 2018
Country/Territory	Czech Republic
City	Prague
Period	18/7/3 → 18/7/6

Bibliographical note

Funding Information:
ACKNOWLEDGMENT This work was partly supported by Institute for Information & communications Technology Promotion(IITP) grant funded by the Korea government(MSIT) (No.2014-0-00282,Development of 5G Mobile Communication Technologies for Hyper-connected smart services) and Institute for Information& communications Technology Promotion(IITP) grant funded by the Korea government(MSIT)(No.2016-0-00181,Developmenton the core technologies of transmission, modulation and coding with low-power and low-complexity for massive connectivity in the IoT environment)

Publisher Copyright:
© 2018 IEEE.

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Computer Science Applications
Hardware and Architecture

Access to Document

10.1109/ICUFN.2018.8436978

Cite this

Jung, J., Kim, H., Han, S., Jang, Y., Kim, S., Baek, S., & Choi, S. (2018). Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems. In ICUFN 2018 - 10th International Conference on Ubiquitous and Future Networks (pp. 744-747). [8436978] (International Conference on Ubiquitous and Future Networks, ICUFN; Vol. 2018-July). IEEE Computer Society. https://doi.org/10.1109/ICUFN.2018.8436978

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abstract = "For millimeter wave (mmWave) massive multiple-input-multiple-output (MIMO) Xhaul systems, an initial beam search technique based on the maximum value of the codebook multiplied by the channel correlation matrix is proposed. Simulation results show the proposed initial beam selection scheme reduces complexity by more than 95% and improves up to 24% gain in terms of achievable rate compared with the conventional turbo-like tabu beam search algorithm with a random initial beam selection.",

author = "Jaemin Jung and Heeyoung Kim and Seongbae Han and Youngrok Jang and Seokki Kim and Seungkwon Baek and Sooyong Choi",

note = "Funding Information: ACKNOWLEDGMENT This work was partly supported by Institute for Information & communications Technology Promotion(IITP) grant funded by the Korea government(MSIT) (No.2014-0-00282,Development of 5G Mobile Communication Technologies for Hyper-connected smart services) and Institute for Information& communications Technology Promotion(IITP) grant funded by the Korea government(MSIT)(No.2016-0-00181,Developmenton the core technologies of transmission, modulation and coding with low-power and low-complexity for massive connectivity in the IoT environment) Publisher Copyright: {\textcopyright} 2018 IEEE.; 10th International Conference on Ubiquitous and Future Networks, ICUFN 2018 ; Conference date: 03-07-2018 Through 06-07-2018",

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doi = "10.1109/ICUFN.2018.8436978",

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Jung, J, Kim, H, Han, S, Jang, Y, Kim, S, Baek, S & Choi, S 2018, Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems. in ICUFN 2018 - 10th International Conference on Ubiquitous and Future Networks., 8436978, International Conference on Ubiquitous and Future Networks, ICUFN, vol. 2018-July, IEEE Computer Society, pp. 744-747, 10th International Conference on Ubiquitous and Future Networks, ICUFN 2018, Prague, Czech Republic, 18/7/3. https://doi.org/10.1109/ICUFN.2018.8436978

Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems. / Jung, Jaemin; Kim, Heeyoung; Han, Seongbae et al.

ICUFN 2018 - 10th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, 2018. p. 744-747 8436978 (International Conference on Ubiquitous and Future Networks, ICUFN; Vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Baek, Seungkwon

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N1 - Funding Information: ACKNOWLEDGMENT This work was partly supported by Institute for Information & communications Technology Promotion(IITP) grant funded by the Korea government(MSIT) (No.2014-0-00282,Development of 5G Mobile Communication Technologies for Hyper-connected smart services) and Institute for Information& communications Technology Promotion(IITP) grant funded by the Korea government(MSIT)(No.2016-0-00181,Developmenton the core technologies of transmission, modulation and coding with low-power and low-complexity for massive connectivity in the IoT environment) Publisher Copyright: © 2018 IEEE.

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N2 - For millimeter wave (mmWave) massive multiple-input-multiple-output (MIMO) Xhaul systems, an initial beam search technique based on the maximum value of the codebook multiplied by the channel correlation matrix is proposed. Simulation results show the proposed initial beam selection scheme reduces complexity by more than 95% and improves up to 24% gain in terms of achievable rate compared with the conventional turbo-like tabu beam search algorithm with a random initial beam selection.

AB - For millimeter wave (mmWave) massive multiple-input-multiple-output (MIMO) Xhaul systems, an initial beam search technique based on the maximum value of the codebook multiplied by the channel correlation matrix is proposed. Simulation results show the proposed initial beam selection scheme reduces complexity by more than 95% and improves up to 24% gain in terms of achievable rate compared with the conventional turbo-like tabu beam search algorithm with a random initial beam selection.

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Jung J, Kim H, Han S, Jang Y, Kim S, Baek S et al. Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems. In ICUFN 2018 - 10th International Conference on Ubiquitous and Future Networks. IEEE Computer Society. 2018. p. 744-747. 8436978. (International Conference on Ubiquitous and Future Networks, ICUFN). doi: 10.1109/ICUFN.2018.8436978

Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems

Abstract

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